Identification of Plasma Inositol and Indoxyl Sulfate as Novel Biomarker Candidates for Atherosclerosis in Patients with Type 2 Diabetes. -Findings from Metabolome Analysis Using GC/MS

J Atheroscler Thromb. 2020 Oct 1;27(10):1053-1067. doi: 10.5551/jat.52506. Epub 2020 Jan 25.

Abstract

Aim: An identification of the high-risk group of atherosclerotic cardiovascular disease (CVD) is important in the management of patients with diabetes. Metabolomics is a potential tool for the discovery of new biomarkers. With this background, we aimed to identify metabolites associated with atherosclerosis in patients with type 2 diabetes mellitus (T2DM).

Methods: A total of 176 patients with T2DM who have never had a CVD event and 40 who were survivors of coronary artery disease (CAD) events were enrolled. Non-targeted metabolome analysis of fasting plasma samples was performed using gas chromatography coupled with mass spectrometry (GC/MS) highly optimized for multiple measurement of blood samples. First, metabolites were screened by analyzing the association with the established markers of subclinical atherosclerosis (i.e., carotid maximal intima-media thickness (max-IMT) and flow-mediated vasodilation (FMD)) in the non-CVD subjects. Then, the associations between the metabolites detected and the history of CAD were investigated.

Result: A total of 65 annotated metabolites were detected. Non-parametric univariate analysis identified inositol and indoxyl sulfate as significantly (p<0.05) associated with both max-IMT and FMD. These metabolites were also significantly associated with CAD. Moreover, inositol remained to be associated with CAD even after adjustments for traditional coronary risk factors.

Conclusions: We identified novel biomarker candidates for atherosclerosis in Japanese patients with T2DM using GC/MS-based non-targeted metabolomics.

Keywords: Coronary artery disease; Diabetes; Flow-mediated dilation (FMD); Intima-media thickness (IMT); Metabolomics.

MeSH terms

  • Aged
  • Atherosclerosis / blood*
  • Atherosclerosis / complications
  • Biomarkers / blood*
  • Carotid Intima-Media Thickness
  • Coronary Artery Disease / blood
  • Coronary Artery Disease / complications
  • Diabetes Mellitus, Type 2 / blood*
  • Diabetes Mellitus, Type 2 / complications
  • Female
  • Gas Chromatography-Mass Spectrometry
  • Humans
  • Indican / blood*
  • Inositol / blood*
  • Japan / epidemiology
  • Male
  • Metabolome
  • Metabolomics
  • Middle Aged
  • Myocardial Ischemia / pathology
  • Solvents

Substances

  • Biomarkers
  • Solvents
  • Inositol
  • Indican